Biology subjects

Takaya, N.

Publications and source records attributed to Takaya, N..

3 recordsLinked to original sources

bioRxiv2025

The increase in cell volume and nuclear number of the koji-fungus Aspergillus oryzae contributes to its high enzyme productivity

While the ratio of nuclei to cell volume is well regulated, it remains largely unexplored in multinucleate organisms. The koji-fungus Aspergillus oryzae, traditionally used in Japanese brewing and fermentation for over a thousand years, is now widely utilized in modern biotechnology as a host for enzyme production. We discovered that, over time in culture, hyphae become thicker, resulting in a tenfold increase in cell volume, and the number of nuclei in hyphal cells also increases tenfold, exceeding 200. The increase in cell volume and nuclear number is unique among the investigated Aspergillus species and correlates with its high enzyme production capabilities. Since nuclear number and cell volume are correlated, both must increase simultaneously for either to expand. Our analyses identified genetic factors and nutritional environmental signals involved in each of these increases. Increases in nuclear number and cell volume were also observed in other fungi bred for industrial use. This study not only deepens our understanding of the evolutionary processes that promote high enzyme productivity through fungal breeding, but also provides insights into the molecular mechanisms regulating cell volume and nuclear number in multinucleate organisms.

microbiology↗

bioRxiv2023

Machine learning-assisted medium optimization revealed the discriminated strategies for improved production of the foreign and native metabolites

The medium composition was crucial for achieving the best performance of synthetic construction. What and how medium components determined the production of the synthetic construction remained poorly investigated. To address the questions, a comparative survey with two genetically engineered Escherichia coli strains was performed. As a case study, the strains carried the synthetic pathways for producing the aromatic compounds of 4APhe or Tyr, which were common in the upstream but differentiated in the downstream metabolism. Bacterial growth and compound production were examined in hundreds of medium combinations that comprised 48 pure chemicals. The resultant data sets linking the medium composition to bacterial growth and production were subjected to machine learning for improved production. Intriguingly, the primary medium components determining the production of 4PheA and Tyr were differentiated, which were the initial resource (glucose) of the synthetic pathway and the inducer (IPTG) of the synthetic construction, respectively. Fine-tuning of the primary component significantly increased the yields of 4APhe and Tyr, indicating that a single component could be crucial for the performance of synthetic construction. Transcriptome analysis observed the local and global changes in gene expression for improved production of 4APhe and Tyr, respectively, revealing divergent metabolic strategies for producing the foreign and native metabolites. The study demonstrated that ML-assisted medium optimization could provide a novel point of view on how to make the synthetic construction meet the original design.

systems biology↗

bioRxiv2020

Trade-off between plasticity and velocity in mycelial growth

Tip-growing fungal cells maintain the cell polarity at the apical regions and elongate by de novo synthesis of cell wall. Cell polarity and growth rate affect the mycelial morphogenesis, however, it remains unclear how they act cooperatively to determine cell shape. Here we investigated their relationship by analyzing hyphal tip growth of filamentous fungi growing inside extremely narrow 1 m-width channels of microfluidic devices. Since the channels are much narrower than the diameter of hyphae, the hyphae must change its morphology when they grow through the channels. Live imaging analysis revealed that hyphae of some species continued growing through the channels, whereas hyphae of other species often ceased growing when passing through the channels or lost the cell polarity after emerging from the channels. Fluorescence live imaging analysis of the Spitzenkorper, a collection of secretory vesicles and polarity-related proteins at hyphal tips, in Neurospora crassa hyphae indicates that hyphal tip growth requires a very delicate balance of ordered exocytosis to maintain polarity in spatially confined environments. We analyzed the mycelial growth of seven fungal species from different lineages, which also include phytopathogenic fungi. This comparative cell biology showed that the growth defects in the channels were not correlated with their taxonomic classification nor with the width of hyphae, but, correlated with the hyphal elongation rate. This is the first report indicating a trade-off between plasticity and velocity in mycelial growth, and serves to understand fungal invasive growth into substrates or plant/animal cells, with direct impact on fungal biotechnology, ecology and pathogenicity.

microbiology↗